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Best Open-Source Structured Data Extraction Models for Financial Reports

Quick answer: Among open-weight models with a commercial licence and a size a single team can serve, Qwen3.8-27B is the strongest general extractor, and NuExtract3 is the best purpose-built one. Qwen3.5-4B and Qwen3-4B-Instruct-2507 cover stable, high-volume schemas cheaply, and GLiNER2 and NuNER_Z…

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  1. 2026-10-13 02:30 · DEV Community — Machine Learning
    Best Open-Source Structured Data Extraction Models for Financial Reports

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